从Scala Breeze中的文件中读取矩阵

Question

I want to read a tab-delimited text file into a Breeze DenseMatrix. I see in the ScalaDoc that this should be possible and there are a whole set of I/O classes, but I can't find any examples and it's hard to digest the ScalaDoc.

Can someone provide a simple read/write example?

Answer 1

There's a way to read a csv file into densematrix

import breeze.linalg._
import java.io._
val matrix=csvread(new File("your file localtion"),',')

api: http://www.scalanlp.org/api/breeze/index.html#breeze.linalg.package

Answer 2

You can use scala.io.Source to read in tab delimited data from file.

Some sample data:

0       1       2       3       4       5
6       7       8       9       10      11

One of the DenseMatrix constructors has this form new DenseMatrix(rows: Int, data: Array[V], offset: Int = 0) so I'll use that.

Get the number of rows:

scala> scala.io.Source.fromFile("TabDelimited.txt").getLines.size
res 0:Int = 2

Then get the data as an Array[Int] :

scala> scala.io.Source.fromFile("TabDelimited.txt").getLines.toArray.flatMap(_.split("\t")).map(_.toInt)
res1: Array[Int] = Array(0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11)

Then res0 and res1 can be used to create a new DenseMatrix .